| Ten simple rules for writing and sharing computational analyses in Jupyter Notebooks A Rule, A Birmingham, C Zuniga, I Altintas, SC Huang, R Knight, ... PLoS computational biology 15 (7), e1007007, 2019 | 146 | 2019 |
| Big data provenance: Challenges, state of the art and opportunities J Wang, D Crawl, S Purawat, M Nguyen, I Altintas 2015 IEEE international conference on big data (Big Data), 2509-2516, 2015 | 130 | 2015 |
| Towards an integrated cyberinfrastructure for scalable data-driven monitoring, dynamic prediction and resilience of wildfires I Altintas, J Block, R De Callafon, D Crawl, C Cowart, A Gupta, M Nguyen, ... Procedia Computer Science 51, 1633-1642, 2015 | 72 | 2015 |
| A scalable data science workflow approach for big data bayesian network learning J Wang, Y Tang, M Nguyen, I Altintas 2014 IEEE/ACM International Symposium on Big Data Computing, 16-25, 2014 | 46 | 2014 |
| FIgLib & SmokeyNet: Dataset and Deep Learning Model for Real-Time Wildland Fire Smoke Detection A Dewangan, Y Pande, HW Braun, F Vernon, I Perez, I Altintas, ... Remote Sensing 14 (4), 1007, 2022 | 41 | 2022 |
| Ten simple rules for reproducible research in Jupyter notebooks A Rule, A Birmingham, C Zuniga, I Altintas, SC Huang, R Knight, ... arXiv preprint arXiv:1810.08055, 2018 | 31 | 2018 |
| Left ventricle segmentation and volume estimation on cardiac MRI using deep learning E Abdelmaguid, J Huang, S Kenchareddy, D Singla, L Wilke, MH Nguyen, ... arXiv preprint arXiv:1809.06247, 2018 | 29 | 2018 |
| Synthetic Biology Knowledge System J Mante, Y Hao, J Jett, U Joshi, K Keating, X Lu, G Nakum, NE Rodriguez, ... ACS synthetic biology 10 (9), 2276-2285, 2021 | 16 | 2021 |
| An unsupervised deep learning approach for satellite image analysis with applications in demographic analysis J Block, M Yazdani, M Nguyen, D Crawl, M Jankowska, J Graham, ... 2017 IEEE 13th International Conference on e-Science (e-Science), 9-18, 2017 | 15 | 2017 |
| Penbayes: a multi-layered ensemble approach for learning Bayesian network structure from big data Y Tang, J Wang, M Nguyen, I Altintas Sensors 19 (20), 4400, 2019 | 14 | 2019 |
| Comparison of hyperspectral sub-pixel detection with and without a priori knowledge of target features IS Robinson, MH Nguyen, J Tull, S Augustin, A Weisberg, L Liao, ... 1998 IEEE Aerospace Conference Proceedings (Cat. No. 98TH8339) 5, 183-189, 1998 | 14 | 1998 |
| A technique for adapting to speech rate MH Nguyen, GW Cottrell Neural Networks for Signal Processing III-Proceedings of the 1993 IEEE-SP …, 1993 | 11 | 1993 |
| Multimodal Wildland Fire Smoke Detection JK Bhamra, S Anantha Ramaprasad, S Baldota, S Luna, E Zen, ... Remote Sensing 15 (11), 2790, 2023 | 9 | 2023 |
| Integrated machine learning in the kepler scientific workflow system MH Nguyen, D Crawl, T Masoumi, I Altintas Procedia Computer Science 80, 2443-2448, 2016 | 9 | 2016 |
| Effects of data and entity ablation on multitask learning models for biomedical entity recognition NE Rodriguez, M Nguyen, BT McInnes Journal of Biomedical Informatics 130, 104062, 2022 | 8 | 2022 |
| Cardiac MRI image segmentation for left ventricle and right ventricle using deep learning B Seo, D Mariano, J Beckfield, V Madenur, Y Hu, T Reina, M Bobar, ... arXiv preprint arXiv:1909.08028, 2019 | 8 | 2019 |
| Scalable detection of rural schools in africa using convolutional neural networks and satellite imagery M Yazdani, MH Nguyen, J Block, D Crawl, N Zurutuza, D Kim, G Hanson, ... 2018 IEEE/ACM International Conference on Utility and Cloud Computing …, 2018 | 8 | 2018 |
| Land cover classification at the wildland urban interface using high-resolution satellite imagery and deep learning MH Nguyen, J Block, D Crawl, V Siu, A Bhatnagar, F Rodriguez, A Kwan, ... 2018 IEEE International Conference on Big Data (Big Data), 1632-1638, 2018 | 8 | 2018 |
| Determining feature extractors for unsupervised learning on satellite images B Hedayatnia, M Yazdani, M Nguyen, J Block, I Altintas 2016 IEEE International Conference on Big Data (Big Data), 2655-2663, 2016 | 8 | 2016 |
| Understanding a rapidly expanding refugee camp using convolutional neural networks and satellite imagery S Benz, H Park, J Li, D Crawl, J Block, M Nguyen, I Altintas 2019 15th International Conference on eScience (eScience), 243-251, 2019 | 7 | 2019 |
